Palmer, Owen Radet, Hugo Camal, Simon Girard, Robin
Green hydrogen production by electrolysis is considered essential for global climate ambitions, however development of the industry is lagging behind expectations due to the perceived financial risk for individual projects. For new bilateral Hydrogen Purchase Agreements (HPA's), green hydrogen project proponents will seek to manage operating cost r...
Cogranne, Rémi
This paper addresses two general problems of imaging systems used for visual inspection and defect detection. On the one hand, the inspected object should be carefully removed in order to detect a potential defect or an anomaly. On the other hand, one of the features of imaging systems is that the noise level depends on the image intensity and so d...
Vandenborght, Louise-Eva Avalos, Marta Labarca, Camila Elankumaran, Vishwa Enaud, Raphaël Delhaes, Laurence
Background
The relationship between bacterial and fungal environmental exposures and asthma has been extensively researched. However, these communities are often studied separately in the literature. Network analysis offers a means to explore the interactions between bacterial and fungal communities, providing insight into the complex organization ...
Hivert, Benjamin Agniel, Denis Thiébaut, Rodolphe Hejblum, Boris P.
Post-clustering inference in scRNA-seq analysis presents significant challenges in controlling Type I error during Differential Expression Analysis. Data fission, a promising approach, aims to split the data into two new independent parts, but relies on strong parametric assumptions of non-mixture distributions, which are violated in clustered data...
Si, Menglin Li, Zhao-Liang Nerry, Françoise Liu, Xiangyang Tang, Bo-Hui
A series of empirical analytical tools have been adopted to investigate the driving mechanisms of surface urban heat islands (SUHI) on a global scale, among which spatial heterogeneity is yet to be fully elucidated. In this study, we investigated the spatial non-stationarity of the driving factors concerning surface properties, climate conditions, ...
Nourredine, Mikail Jurek, Lucie Salanti, Georgia Cipriani, Andrea Subtil, Fabien Efthimiou, Orestis Hamza, Tasnim Cortese, Samuele
International audience
Charniga, Kelly Cori, Anne Dushoff, Jonathan Funk, Sebastian Lison, Adrian Ward, Thomas Cauchemez, Simon Abbott, Sam
Epidemiological delays, such as incubation periods, serial intervals, and hospital lengths of stay, are among key quantities in infectious disease epidemiology that inform public health policy and clinical practice. This information is used to inform mathematical and statistical models, which in turn can inform control strategies. There are three m...
Gangloff, Hugo Jouvin, Nicolas
A Python package for Physics-Informed Neural Networks (PINN) in JAX
Valla, Mathias Özdil, Onur Korn, Ralf Camenzind, Nicolas Filipović, Damir Bégin, Jean-François Reitzner, Matthias Havrylenko, Yevhen Euthum, Maximilian Stahl, Gerhard
...
A retention strategy based on an enlightened lapse model is a powerful profitability lever for a life insurer. Some machine learning models are excellent at predicting lapse, but from the insurer’s perspective, predicting which policyholder is likely to lapse isnot enough to design a retention strategy. In our paper, we define a lapse management fr...
Nguyen Phuong, Linh Salas, Sébastien Benzekry, Sébastien
Liquid biopsy has emerged as a powerful tool for cancer early diagnosis, prognosis, and treatment monitoring across a wide range of cancer types. The non-invasive collection of blood markers enables real-time insights into the disease biology. Cellfree circulating DNA (cfDNA) offers a potential window into various biological and genetic processes, ...